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import numpy as np | |
import pandas as pd | |
# Mean behaves same if it is called as np.mean(series) or series.mean() | |
np.mean(pd.Series([None, None, 1.0])) == pd.Series([None, None, 1.0]).mean() | |
# Median doesn't, it includes nan too | |
np.median(pd.Series([None, None, 1.0])) != pd.Series([None, None, 1.0]).median() |